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Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence›Machine learning›Optimization for machine learning›bilevel optimization›gradient-based bilevel optimization topic 4 papers · 11 experts
Experts on gradient-based bilevel optimization 11 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
Risheng Liu
dblp:82/8066
2.1 32026 217 · 130 since 2021 2026 verified
Jin Zhang 0002
dblp:43/6657-2
2.1 32026 20 · 16 since 2021 2026 conflict
Shangzhi Zeng
dblp:209/8353
1.5 22026 16 · 14 since 2021 2026 corroborated
Iurii Kemaev
dblp:230/4462
0.9 12025 5 · 4 since 2021 2025 none
Gregory Farquhar
dblp:195/5653
0.9 12025 20 · 8 since 2021 2025 none
Luisa M. Zintgraf
dblp:177/9360
0.9 12025 16 · 10 since 2021 2025 verified
Hado van Hasselt
dblp:16/7643
0.9 12025 51 · 19 since 2021 2025 none
Dan Andrei Calian
dblp:129/8369
0.9 12025 10 · 7 since 2021 2025 verified
Zhouchen Lin
dblp:l/ZhouchenLin
0.6 12022 320 · 132 since 2021 2026 verified
Jiaxin Gao 0001
dblp:242/1098-1
0.6 12022 13 · 13 since 2021 2026 conflict
Deyu Meng
dblp:22/5614
0.6 12022 320 · 189 since 2021 2026 conflict
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